Image preprocessing‐based ensemble deep learning classification of diabetic retinopathy

Image preprocessing‐based ensemble deep learning classification of diabetic retinopathy

Abstract Diabetic retinopathy (DR) can cause irreversible eye damage, even blindness. The prognosis improves with early diagnosis. According to the International Classification of Diabetic Retinopathy Severity Scale (ICDRSS), DR has five stages. Modern, cost‐effective techniques for automatic DR scr...

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Bibliographic Details
Main Authors: Peter Macsik, Jarmila Pavlovicova, Slavomir Kajan, Jozef Goga, Veronika Kurilova
Format: Article
Language:English
Published: Wiley 2024-02-01
Series:IET Image Processing
Subjects:
biomedical optical imaging
computer vision
convolutional neural nets
image classification
medical image processing
Online Access:https://doi.org/10.1049/ipr2.12987

Internet

https://doi.org/10.1049/ipr2.12987

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